Functional limit theorems for the fractional Ornstein-Uhlenbeck process
Abstract
We prove a functional limit theorem for vector-valued functionals of the fractional Ornstein-Uhlenbeck process, providing the foundation for the fluctuation theory of slow/fast systems driven by such a noise. Our main contribution is on the joint convergence to a limit with both Gaussian and non-Gaussian components. This is valid for any functions, whereas for functions with stronger integrability properties the convergence is shown to hold in the H\"older topology. As an application we prove a `rough creation' result, i.e. the weak convergence of a family of random smooth curves to a non-Markovian random process with rough sample paths. This includes the second order problem and the kinetic fractional Brownian motion model.
Cite
@article{arxiv.2006.11540,
title = {Functional limit theorems for the fractional Ornstein-Uhlenbeck process},
author = {Johann Gehringer and Xue-Mei Li},
journal= {arXiv preprint arXiv:2006.11540},
year = {2023}
}
Comments
To appear in the Journal of Theoretical Probability. arXiv admin note: text overlap with arXiv:1911.12600